{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0",
   "metadata": {},
   "source": [
    "Uncomment the following line to install [geemap](https://geemap.org) if needed.\n",
    "\n",
    "You will also need to install the following package:\n",
    "- `xarray`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install geemap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import ee\n",
    "import geemap\n",
    "import geemap.colormaps as cm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3",
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.ee_initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4",
   "metadata": {},
   "outputs": [],
   "source": [
    "nc_file = \"../data/wind_global.nc\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5",
   "metadata": {},
   "outputs": [],
   "source": [
    "if not os.path.exists(nc_file):\n",
    "    url = \"https://github.com/gee-community/geemap/blob/master/examples/data/wind_global.nc\"\n",
    "    import requests\n",
    "\n",
    "    r = requests.get(url)\n",
    "    wind_data = r.content\n",
    "    with open(\"wind_global.nc\", \"wb\") as f:\n",
    "        f.write(wind_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Test with only one variable\n",
    "img = geemap.netcdf_to_ee(nc_file=nc_file, var_names=\"u_wind\")\n",
    "palette = cm.palettes.YlOrRd\n",
    "\n",
    "Map = geemap.Map()\n",
    "Map.addLayer(img, {\"min\": -20, \"max\": 25, \"palette\": palette, \"opacity\": 0.6}, \"u_wind\")\n",
    "Map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Test with two variables\n",
    "img2 = geemap.netcdf_to_ee(nc_file=nc_file, var_names=[\"u_wind\", \"v_wind\"])\n",
    "Map2 = geemap.Map()\n",
    "Map2.addLayer(\n",
    "    img2,\n",
    "    {\"bands\": [\"u_wind\"], \"min\": -20, \"max\": 25, \"palette\": palette, \"opacity\": 0.6},\n",
    "    \"uv_wind\",\n",
    ")\n",
    "Map2"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
